| 书目名称 | Urban Informatics Using Mobile Network Data | | 副标题 | Travel Behavior Rese | | 编辑 | Santi Phithakkitnukoon | | 视频video | | | 概述 | Discusses the role of mobile network data in urban informatics, particularly how it is utilized in the mobility context.Assesses the extent to which mobile network data reflects travel behavior and pr | | 图书封面 |  | | 描述 | This book discusses the role of mobile network data in urban informatics, particularly how mobile network data is utilized in the mobility context, where approaches, models, and systems are developed for understanding travel behavior. The objectives of this book are thus to evaluate the extent to which mobile network data reflects travel behavior and to develop guidelines on how to best use such data to understand and model travel behavior. To achieve these objectives, the book attempts to evaluate the strengths and weaknesses of this data source for urban informatics and its applicability to the development and implementation of travel behavior models through a series of the authors’ research studies..Traditionally, survey-based information is used as an input for travel demand models that predict future travel behavior and transportation needs. A survey-based approach is however costly and time-consuming, and hence its information can be dated and limited to aparticular region. Mobile network data thus emerges as a promising alternative data source that is massive in both cross-sectional and longitudinal perspectives, and one that provides both broader geographic coverage of trav | | 出版日期 | Book 2023 | | 关键词 | Urban informatics; Mobile network data; Travel behavior research; Data science application; Data-driven | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-19-6714-6 | | isbn_softcover | 978-981-19-6716-0 | | isbn_ebook | 978-981-19-6714-6 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 19:09:07
